Concept

Decision boundary

Related publications (16)

Graph Chatbot

Chat with Graph Search

Ask any question about EPFL courses, lectures, exercises, research, news, etc. or try the example questions below.

DISCLAIMER: The Graph Chatbot is not programmed to provide explicit or categorical answers to your questions. Rather, it transforms your questions into API requests that are distributed across the various IT services officially administered by EPFL. Its purpose is solely to collect and recommend relevant references to content that you can explore to help you answer your questions.

Deep Learning Theory Through the Lens of Diagonal Linear Networks

Scott William Pesme

In this PhD manuscript, we explore optimisation phenomena which occur in complex neural networks through the lens of

2

-layer diagonal linear networks. This rudimentary architecture, which consists of a two layer feedforward linear network with a diagonal ...

EPFL2024

Decision boundary

Graph Chatbot

Chat with Graph Search

Deep Learning Theory Through the Lens of Diagonal Linear Networks

Boosting likelihood learning with event reweighting

Error scaling laws for kernel classification under source and capacity conditions

Adaptive predictors based on probabilistic SVM for real time disruption mitigation on JET

Semi-Supervised Novelty Detection using SVM entire solution path

A Pareto-Compliant Surrogate Approach for Multiobjective Optimization

A Mono Surrogate for Multiobjective Optimization

Verification of Aging Faces Using Local Ternary Patterns and Q-Stack Classifier

Promoting diversity in Gaussian mixture ensembles: an application to signature verification

Classification with class-independent quality information for biometric verification

A Mono Surrogate for Multiobjective Optimization

Semi-Supervised Novelty Detection using SVM entire solution path

A Pareto-Compliant Surrogate Approach for Multiobjective Optimization

Boosting likelihood learning with event reweighting

Deep Learning Theory Through the Lens of Diagonal Linear Networks

Error scaling laws for kernel classification under source and capacity conditions

Promoting diversity in Gaussian mixture ensembles: an application to signature verification

Verification of Aging Faces Using Local Ternary Patterns and Q-Stack Classifier

Adaptive predictors based on probabilistic SVM for real time disruption mitigation on JET

Classification with class-independent quality information for biometric verification